{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "90fc17b1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The system size is around L=15.7*(length unit)=471.0 nm\n",
      "Electron charge carrier number: 1696; Hole charge carrier number: 1568\n",
      "The number of electron selected k points is: 1602\n",
      "The number of hole selected k points is: 1528\n",
      "The number of final selected k points is: 1444\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "kF is around9.032556896698294\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Initiate Fermi sea & k points in relevant shell\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import time\n",
    "import scipy.signal\n",
    "from scipy.signal import find_peaks\n",
    "from scipy.io import savemat, loadmat\n",
    "\n",
    "# Enable LaTeX rendering (requires LaTeX installation)\n",
    "plt.rcParams.update({\n",
    "    \"text.usetex\": True,    # Use LaTeX to render text\n",
    "    \"font.family\": \"serif\", # Serif font for LaTeX\n",
    "    \"font.size\": 12         # Font size\n",
    "})\n",
    "\n",
    "# Parameters(hbar=1, m_e=1, Tc=1, k_B=1, making all quantities dimensionless)\n",
    "## hbar, m_e and Tc complete the units. \n",
    "## hbar = 1.0545718e-34 kg m^2 s^-1\n",
    "## Suppose effective mass m_e = 1e-31 kg(around 0.1 times bare electron mass)\n",
    "## Suppose Tc = 10 Kelvin = 1.38e-22 Joule(kg m^2 s^-2) = 8.62e-4 eV ~ 1meV is our energy unit\n",
    "## Time unit t_u = (hbar/(k_B*Tc)) = 7.64e-13 s ~ 1 ps\n",
    "## Length unit l_u = ((hbar*t_u)/m_e)^0.5 = 2.84e-8 ~ 30 nm, superconducting coherence length xi has tricky definition here, but the order should be ~10, namely 300nm\n",
    "## Velocity unit v_u = (k_B*Tc/m_e)^0.5 = 3.72e4 m s^-1 ~ 40 km/s, Fermi velocity v_F = (2EFe/me)^0.5 = 14.14 v_u =5.25e5 m s^-1\n",
    "## Rashba coupling strength unit lambda_u = k_B*T_c*l_u ~ 0.26 eV*Angstrom\n",
    "\n",
    "\n",
    "omega_P = 20      # Cutoff frequency\n",
    "masse = 1.0       # Electron mass\n",
    "massh = 1.0       # Hole mass\n",
    "rashba = 1.00     # Rashba SOC strength\n",
    "Zeemany = 7.00    # Zeeman energy in y direction(4.00 is the benchmark)\n",
    "Zeemanz = 20.0    # Zeeman energy in z direction(20.00 is the benchmark)\n",
    "# EFe = 41-20-20\n",
    "EFe = 41-20   # Fermi energy for electrons BENCHMARK\n",
    "# EFh = 40-np.sqrt(416)-20\n",
    "EFh = 40-np.sqrt(416)   # Fermi energy for holes BENCHMARK\n",
    "\n",
    "# Electron Dispersion\n",
    "def Ee(kx, ky):\n",
    "    #return (kx**2 + ky**2) / (2 * masse)\n",
    "    #return (((kx+0.4)**2 + ky**2)) / (2 * masse)\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 0.3 * np.sqrt((kx-1)**2 + (ky)**2)\n",
    "    return ((kx**2 + ky**2)) / (2 * masse) - rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (ky)**2 + (Zeemanz / rashba)**2)  \n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.00 * np.sqrt((kx+4)**2 + (ky)**2 + 400) + 20 # before FFLO transition\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.05 * np.sqrt((kx-4)**2 + (ky)**2 + 400) + 20 # near critical point of FFLO transition\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.10 * np.sqrt((kx-4)**2 + (ky)**2 + 400) + 20 # after FFLO transition\n",
    "def xie(kx, ky):\n",
    "    return Ee(kx, ky) - EFe\n",
    "\n",
    "# Hole Dispersion\n",
    "def Eh(kx, ky):\n",
    "    #return ((kx**2 + ky**2)) / (2 * massh) - np.sqrt(Zeemany**2 + Zeemanz**2)\n",
    "    return ((kx**2 + ky**2)) / (2 * massh) - np.sqrt(Zeemany**2+Zeemanz**2)\n",
    "def xih(kx, ky):\n",
    "    return Eh(kx, ky) - EFh\n",
    "\n",
    "# Initiate k-points for whole Fermi sea\n",
    "k_min = -20      # Minimum k-point\n",
    "k_max = 20       # Maximum k-point\n",
    "N_k = 100    # Number of k-points along each axis\n",
    "kx_values = np.linspace(k_min, k_max, N_k)\n",
    "ky_values = np.linspace(k_min, k_max, N_k)\n",
    "kx_grid, ky_grid = np.meshgrid(kx_values, ky_values) # Meshgrid for k-points(as a 100*100 matrix)\n",
    "delta_k = (k_max-k_min) / N_k\n",
    "L_IR = (2*3.14) / delta_k\n",
    "print(f\"The system size is around L={L_IR}*(length unit)={L_IR * 30} nm\")\n",
    "\n",
    "# Calculate energies for each k-point & carrier number\n",
    "Ee_values = Ee(kx_grid, ky_grid)\n",
    "Eh_values = Eh(kx_grid, ky_grid)\n",
    "N_electron = np.sum(Ee_values-EFe<0)\n",
    "N_hole = np.sum(Eh_values-EFh<0)\n",
    "print(f\"Electron charge carrier number: {N_electron}; Hole charge carrier number: {N_hole}\")\n",
    "\n",
    "# Select electron k-points near the Fermi surface (within energy shell)\n",
    "emask = (Ee_values >= EFe - omega_P) & (Ee_values <= EFe + omega_P)\n",
    "eselected_kx = kx_grid[emask]\n",
    "eselected_ky = ky_grid[emask]\n",
    "eselected_energies = Ee_values[emask]\n",
    "eN_selected = len(eselected_kx)  # Number of selected k-points\n",
    "print(f\"The number of electron selected k points is: {eN_selected}\")\n",
    "\n",
    "# Select hole k-points near the Fermi surface (within energy shell)\n",
    "hmask = (Eh_values >= EFh - omega_P) & (Eh_values <= EFh + omega_P)\n",
    "hselected_kx = kx_grid[hmask]\n",
    "hselected_ky = ky_grid[hmask]\n",
    "hselected_energies = Eh_values[hmask]\n",
    "hN_selected = len(hselected_kx)  # Number of selected k-points\n",
    "print(f\"The number of hole selected k points is: {hN_selected}\")\n",
    "\n",
    "# Find intersection of selected points\n",
    "mask = emask & hmask\n",
    "selected_kx = kx_grid[mask]\n",
    "selected_ky = ky_grid[mask]\n",
    "print(f\"The number of final selected k points is: {len(selected_kx)}\")\n",
    "\n",
    "# Plot the electron Fermi sea\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.contourf(kx_grid, ky_grid, Ee_values, 100, cmap='plasma', alpha=0.7) # Plot Fermi sea\n",
    "plt.colorbar(label=\"Energy (E)\")\n",
    "plt.scatter(eselected_kx, eselected_ky, color='yellow', label=\"Selected k-points near Fermi surface\", s=3) # Highlight selected k-points\n",
    "plt.scatter(selected_kx, selected_ky, color='red', label=\"Selected k-points near Fermi surface\", s=0.2)\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe], colors='cyan', linewidths=2) # plot Fermi 'surface'\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe + omega_P], colors='black', linestyles='dashed', linewidths=1) # plot upper bound\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe - omega_P], colors='black', linestyles='dashed', linewidths=1) # plot lower bound\n",
    "plt.xlabel(r'$k_x$')\n",
    "plt.ylabel(r'$k_y$')\n",
    "plt.legend()\n",
    "plt.title('Electron Fermi Sea and relevant k points')\n",
    "plt.axis('equal')  # Ensure aspect ratio is equal for proper circle visualization\n",
    "plt.show()\n",
    "\n",
    "# Plot the hole Fermi sea\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.contourf(kx_grid, ky_grid, Eh_values, 100, cmap='plasma', alpha=0.7) # Plot Fermi sea\n",
    "plt.colorbar(label=\"Energy (E)\")\n",
    "plt.scatter(hselected_kx, hselected_ky, color='yellow', label=\"Selected k-points near Fermi surface\", s=3) # Highlight selected k-points\n",
    "plt.scatter(selected_kx, selected_ky, color='red', label=\"Selected k-points near Fermi surface\", s=0.2)\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh], colors='cyan', linewidths=2) # plot Fermi 'surface'\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh + omega_P], colors='black', linestyles='dashed', linewidths=1) # plot upper bound\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh - omega_P], colors='black', linestyles='dashed', linewidths=1) # plot lower bound\n",
    "plt.xlabel(r'$k_x$')\n",
    "plt.ylabel(r'$k_y$')\n",
    "plt.legend()\n",
    "plt.title('Hole Fermi Sea and relevant k points')\n",
    "plt.axis('equal')  # Ensure aspect ratio is equal for proper circle visualization\n",
    "plt.show()\n",
    "\n",
    "# Plot E(kx,ky=0)\n",
    "kF = np.sqrt(2*massh*(EFh+np.sqrt(Zeemany**2 + Zeemanz**2)))\n",
    "print(F\"kF is around{kF}\")\n",
    "kx_values_plot = np.linspace(-kF-2, kF+2, N_k)\n",
    "def xie_kx_p(kx):\n",
    "    return (kx**2) / (2 * masse) + rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (Zeemanz / rashba)**2) - EFe\n",
    "def xie_kx_m(kx):\n",
    "    return (kx**2) / (2 * masse) - rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (Zeemanz / rashba)**2) - EFe\n",
    "def xih_kx_p(kx):\n",
    "    #return (kx**2) / (2 * massh) + np.sqrt(Zeemany**2 + Zeemanz**2) - EFh\n",
    "    return (kx**2) / (2 * massh) + np.sqrt(Zeemany**2+Zeemanz**2) - EFh\n",
    "def xih_kx_m(kx):\n",
    "    #return (kx**2) / (2 * massh) - np.sqrt(Zeemany**2 + Zeemanz**2) - EFh\n",
    "    return (kx**2) / (2 * massh) - np.sqrt(Zeemany**2+Zeemanz**2) - EFh\n",
    "xie_kx_p_values = xie_kx_p(kx_values_plot)\n",
    "xie_kx_m_values = xie_kx_m(kx_values_plot)\n",
    "xih_kx_p_values = xih_kx_p(kx_values_plot)\n",
    "xih_kx_m_values = xih_kx_m(kx_values_plot)\n",
    "plt.figure(figsize=(10,10))\n",
    "plt.plot(kx_values_plot,xie_kx_p_values,color='green')\n",
    "plt.plot(kx_values_plot,xie_kx_m_values,color='blue')\n",
    "plt.plot(kx_values_plot,xih_kx_p_values,color='yellow')\n",
    "plt.plot(kx_values_plot,xih_kx_m_values,color='red')\n",
    "plt.show()\n",
    "\n",
    "# Plot the two Fermi circles\n",
    "plt.figure(figsize=(10, 10))\n",
    "FS_e = plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe], colors='blue', linewidths=4)\n",
    "FS_h = plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh], colors='red', linewidths=4)\n",
    "plt.xlim(-12,12)\n",
    "plt.ylim(-12,12)\n",
    "#plt.title('Fermi Circles',fontsize=36)\n",
    "plt.xlabel(r'$k_x$',fontsize=30)\n",
    "plt.ylabel(r'$k_y$',fontsize=30)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "bc67e491",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_64208/60485946.py:23: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_qx[n] = alphafindq0x(qx_to_find[n])  # alphaq initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the stablized Copper pair momentum is q0=0.1603603603603604\n"
     ]
    }
   ],
   "source": [
    "## Find q0 where the condensate is stablized\n",
    "\n",
    "# Parameters (hbar=1, T_c=1, k_B=1, me=1, so that every quantity is dimensionless)\n",
    "Tc = 1.0    # Critical temperature\n",
    "N_matsubara = 1000 # Matsubara frequency points\n",
    "T00 = 0.95 * Tc  # Fix T, introduce q\n",
    "N_qx = 1000  # Number of q-points along each axis\n",
    "\n",
    "# Compute alpha_qx. beta_qx\n",
    "def alphafindq0x(qx):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + 0)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Initiate qx points and alpha_qx values\n",
    "qx_to_find = np.linspace(-0.2, 0.2, N_qx) # Originally -0.2~0.2\n",
    "alpha_qx = np.zeros(N_qx)\n",
    "for n in range(N_qx):\n",
    "        alpha_qx[n] = alphafindq0x(qx_to_find[n])  # alphaq initiation\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.scatter(qx_to_find, alpha_qx, color = 'blue', label = r\"$\\chi(q_x)$ values at 0.95 $T_c$\")\n",
    "plt.xlabel(r\"Exciton momentum $q_x$\")\n",
    "plt.ylabel(r\"$\\chi(q_x)$\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "# Find q0\n",
    "max_index = np.argmax(alpha_qx)\n",
    "q0 = qx_to_find[max_index]\n",
    "alpha0 = alpha_qx[max_index]\n",
    "print(f\"the stablized Copper pair momentum is q0={q0}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "8d0b04fd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(101.90527741697699+2.0934168372477208e-08j)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_64208/2803053970.py:28: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_N[n] = alpha_cutoff(N_test[n])  # alpha_N initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Convergence check(0.95T_c, q_0)\n",
    "N_N = 200\n",
    "\n",
    "def alpha_cutoff(N: int):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N, N+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Compute beta\n",
    "def beta_cutoff(N: int):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N, N+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0.0)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Plot the convergence for alpha and beta\n",
    "print(alpha_cutoff(1000))\n",
    "N_test = np.linspace(1, 1000, num=N_N, dtype=int)\n",
    "alpha_N = np.zeros(N_N)\n",
    "for n in range(N_N):\n",
    "        alpha_N[n] = alpha_cutoff(N_test[n])  # alpha_N initiation\n",
    "plt.figure(figsize=(10,8))\n",
    "plt.scatter(N_test, alpha_N, color = 'blue', label = r\"$\\alpha(q_0)$ with Matsubara cutoff N\")\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "46bae60f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Interaction strength V = 0.0099-0.0000j\n",
      "At 0.95Tc, Alpha coefficient α = -0.5096-0.0000j, Beta coefficient β = 0.3717+0.0000j\n"
     ]
    }
   ],
   "source": [
    "## Find the interaction strength (Tc, q0)\n",
    "\n",
    "\n",
    "# Parameters (hbar=1, T_c=1, k_B=1, me=1, so that every quantity is dimensionless)\n",
    "Tc = 1.0    # Critical temperature\n",
    "N_matsubara = 1000 # Matsubara frequency points\n",
    "\n",
    "# Compute alpha(summation part)\n",
    "def compute_alpha_sum(T):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T * sum_total\n",
    "\n",
    "# Compute beta\n",
    "def compute_beta_sum(T):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0.0)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T * sum_total\n",
    "\n",
    "# Determine interaction strength V at T = Tc\n",
    "sum_at_Tc = compute_alpha_sum(Tc)\n",
    "V = 1.0 / sum_at_Tc\n",
    "print(f\"Interaction strength V = {V:.4f}\")\n",
    "\n",
    "# Alpha with T\n",
    "def alpha(T):\n",
    "    return (1.0 / V) - compute_alpha_sum(T)\n",
    "\n",
    "# Beta with T\n",
    "def beta(T):\n",
    "    return compute_beta_sum(T)\n",
    "\n",
    "# Example: Calculate coefficients at T = 0.95*Tc\n",
    "print(f\"At 0.95Tc, Alpha coefficient α = {alpha(0.95 * Tc):.4f}, Beta coefficient β = {beta(0.95 * Tc):.4f}\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "38537f65",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_64208/502173183.py:13: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_values[n] = alpha(T_values[n])  # alpha initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_64208/502173183.py:17: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  beta_values[n] = beta(T_values[n])  # beta initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_64208/502173183.py:21: RuntimeWarning: invalid value encountered in sqrt\n",
      "  delta_values = np.where(rho_values > 0, np.sqrt(rho_values), 0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time: 10.993437051773071 seconds\n"
     ]
    }
   ],
   "source": [
    "## Generate alpha,beta,etc. as functions of temperature\n",
    "\n",
    "\n",
    "start_time = time.time()\n",
    "\n",
    "# Initiate T points\n",
    "N_T =100  # Number of T points\n",
    "T_values = np.linspace(0.9 * Tc, 1.1 * Tc, N_T)\n",
    "\n",
    "# Initiate alpha, beta values\n",
    "alpha_values = np.zeros(N_T)\n",
    "for n in range(N_T):\n",
    "    alpha_values[n] = alpha(T_values[n])  # alpha initiation\n",
    "    \n",
    "beta_values = np.zeros(N_T)\n",
    "for n in range(N_T):\n",
    "    beta_values[n] = beta(T_values[n])  # beta initiation\n",
    "\n",
    "# Initiate delta values\n",
    "rho_values = - alpha_values / beta_values\n",
    "delta_values = np.where(rho_values > 0, np.sqrt(rho_values), 0)\n",
    "\n",
    "# plot test\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.scatter(T_values, alpha_values, color = 'blue', label = r\"$\\alpha$ values\")\n",
    "plt.scatter(T_values, beta_values, color = 'green', label = r\"$\\beta$ values\")\n",
    "plt.scatter(T_values, delta_values, color = 'red', label = r\"$\\Delta$ values\")\n",
    "plt.xlabel(r\"Temperature $T/T_c$\")\n",
    "plt.ylabel(r\"Functions of $T/T_c$\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "end_time = time.time()\n",
    "elapsed_time = end_time - start_time\n",
    "print(f\"Elapsed time: {elapsed_time} seconds\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e1acb844",
   "metadata": {},
   "outputs": [],
   "source": [
    "# ## Finite momentum q pairing\n",
    "\n",
    "\n",
    "# start_time = time.time()\n",
    "\n",
    "# # Parameters\n",
    "# T0 = 0.900 * Tc  # Fix T, introduce q\n",
    "# N_q = 120  # Number of q-points along each axis\n",
    "\n",
    "# # Compute alpha_q(summation part)\n",
    "# def compute_alphaq_sum(qx, qy):\n",
    "#     sum_total = 0.0\n",
    "#     for n in range(-N_matsubara, N_matsubara+1):\n",
    "#         omega = (2 * n + 1) * np.pi * T0\n",
    "#         integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + qy)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + qy)))\n",
    "#         integral = np.sum(integrand)\n",
    "#         sum_total += integral\n",
    "#     return T0 * sum_total\n",
    "\n",
    "# # Compute beta_q\n",
    "# def compute_betaq_sum(qx, qy):\n",
    "#     sum_total = 0.0\n",
    "#     for n in range(-N_matsubara, N_matsubara+1):\n",
    "#         omega = (2 * n + 1) * np.pi * T0\n",
    "#         integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + qy)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + qy)))**2\n",
    "#         integral = np.sum(integrand)\n",
    "#         sum_total += integral\n",
    "#     return T0 * sum_total\n",
    "\n",
    "# # Alphaq with q\n",
    "# def alphaq(qx, qy):\n",
    "#     return (1.0 / V) - compute_alphaq_sum(qx, qy)\n",
    "\n",
    "# # Betaq with q\n",
    "# def betaq(qx, qy):\n",
    "#     return compute_betaq_sum(qx, qy)\n",
    "\n",
    "# # Example: Calculate coefficients at T = 0.95*Tc, qx = -0.02, qy = 0\n",
    "# print(f\"At T = 0.95Tc, qx = 0.02, qy = 0, Alpha coefficient α = {alphaq(0.02, 0.0):.4f}, Beta coefficient β = {betaq(0.02, 0.0):.4f}\")\n",
    "\n",
    "# # Initiate q points\n",
    "# qx_values = np.linspace(q0-0.04, q0+0.04, N_q)  #(originally (-0.04,0.04) is already sufficient)\n",
    "# qy_values = np.linspace(-0.04, 0.04, N_q)\n",
    "# qx_grid, qy_grid = np.meshgrid(qx_values, qy_values)\n",
    "\n",
    "# # Generate alpha_q, beta_q values, etc\n",
    "# alphaq_values = np.zeros((N_q, N_q))\n",
    "# for n in range(N_q):\n",
    "#     for m in range(N_q):\n",
    "#         alphaq_values[n][m] = alphaq(qx_values[m], qy_values[n])  # alphaq initiation\n",
    "# betaq_values = np.zeros((N_q, N_q))\n",
    "# for n in range(N_q):\n",
    "#     for m in range(N_q):\n",
    "#         betaq_values[n][m] = betaq(qx_values[m], qy_values[n])  # betaq initiation\n",
    "# rhoq_values = -alphaq_values.real / betaq_values.real\n",
    "# deltaq_values = np.where(rhoq_values > 0, np.sqrt(rhoq_values), 0) # Deltaq initiation\n",
    "\n",
    "# # Plot test\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, alphaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\alpha(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, betaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\beta(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "# plt.figure(figsize=(5, 4))\n",
    "# plt.contourf(qx_grid, qy_grid, deltaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "# plt.colorbar(label=r\"$\\Delta(q_x,q_y)$\")\n",
    "# plt.show()\n",
    "\n",
    "# # Find the condensate momentum\n",
    "\n",
    "\n",
    "# end_time = time.time()\n",
    "# elapsed_time = end_time - start_time\n",
    "# print(f\"Elapsed time: {elapsed_time} seconds\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "8b5fb77f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time: 4228.45 seconds\n"
     ]
    }
   ],
   "source": [
    "## Finite momentum q pairing ---- calculate GL coefficients(Modified by GPT)\n",
    "\n",
    "\n",
    "start_time = time.time()\n",
    "\n",
    "# Parameters\n",
    "T0 = 0.900 * Tc\n",
    "N_q = 240\n",
    "matsubara_omegas = (2 * np.arange(-N_matsubara, N_matsubara + 1) + 1) * np.pi * T0\n",
    "\n",
    "# Reshape omega for broadcasting\n",
    "omega = matsubara_omegas[:, np.newaxis]\n",
    "\n",
    "# Precompute k-space grids\n",
    "kx_shift = selected_kx[np.newaxis, :]  # shape (1, N_k)\n",
    "ky_shift = selected_ky[np.newaxis, :]\n",
    "\n",
    "# Helper: vectorized energy evaluations\n",
    "def xie_q(qx, qy):\n",
    "    return xie(kx_shift + qx, ky_shift + qy)  # shape (1, N_k)\n",
    "\n",
    "def xih_q(qx, qy):\n",
    "    return xih(-kx_shift + qx, -ky_shift + qy)\n",
    "\n",
    "# Optimized summation for alpha_q\n",
    "def compute_alphaq_sum(qx, qy):\n",
    "    e = xie_q(qx, qy)  # shape (1, N_k)\n",
    "    h = xih_q(qx, qy)\n",
    "    denom = (-1j * omega + e) * (1j * omega + h)  # shape (2N+1, N_k)\n",
    "    integrand = 1.0 / denom\n",
    "    integral = np.sum(integrand, axis=1)  # sum over k-points\n",
    "    return T0 * np.sum(integral)  # sum over Matsubara frequencies\n",
    "\n",
    "# Optimized summation for beta_q\n",
    "def compute_betaq_sum(qx, qy):\n",
    "    e = xie_q(qx, qy)\n",
    "    h = xih_q(qx, qy)\n",
    "    denom = ((-1j * omega + e) * (1j * omega + h))**2\n",
    "    integrand = 1.0 / denom\n",
    "    integral = np.sum(integrand, axis=1)\n",
    "    return T0 * np.sum(integral)\n",
    "\n",
    "# Alphaq, Betaq remain unchanged\n",
    "def alphaq(qx, qy):\n",
    "    return (1.0 / V) - compute_alphaq_sum(qx, qy)\n",
    "\n",
    "def betaq(qx, qy):\n",
    "    return compute_betaq_sum(qx, qy)\n",
    "\n",
    "# Prepare q-grid\n",
    "qx_values = np.linspace(q0 - 0.08, q0 + 0.08, N_q) # Originally -0.04~0.04 is enough\n",
    "qy_values = np.linspace(-0.08, 0.08, N_q)\n",
    "# qx_values = np.linspace(-0.25-0.03, 0.45-0.03, N_q) # h=4.0, mue =41-20+2, fflo\n",
    "# qy_values = np.linspace(-0.35, 0.35, N_q) # h=4.0, mue =41-20+2, fflo\n",
    "qx_grid, qy_grid = np.meshgrid(qx_values, qy_values)\n",
    "\n",
    "# Generate values\n",
    "alphaq_values = np.zeros((N_q, N_q), dtype=complex)\n",
    "betaq_values = np.zeros((N_q, N_q), dtype=complex)\n",
    "\n",
    "for n in range(N_q):\n",
    "    for m in range(N_q):\n",
    "        qx = qx_values[m]\n",
    "        qy = qy_values[n]\n",
    "        alphaq_values[n, m] = alphaq(qx, qy)\n",
    "        betaq_values[n, m] = betaq(qx, qy)\n",
    "\n",
    "# Delta and rho\n",
    "rhoq_values = -alphaq_values.real / betaq_values.real\n",
    "deltaq_values = np.where(rhoq_values > 0, np.sqrt(rhoq_values), 0)\n",
    "\n",
    "# Plots\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, alphaq_values.real, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\alpha(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, betaq_values.real, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\beta(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, deltaq_values, 100, cmap='plasma')\n",
    "plt.colorbar(label=r\"$\\Delta(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "end_time = time.time()\n",
    "print(f\"Elapsed time: {end_time - start_time:.2f} seconds\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d214baa8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Calculate supercurrent as function of qx,qy -- d=2, T=0.95Tc\n",
    "\n",
    "\n",
    "# Numerical partial derivative\n",
    "def partial_derivative_y(F, x, y):\n",
    "\n",
    "    h = x[1] - x[0]  # Step size in x-direction\n",
    "    dFdx = np.zeros_like(F)\n",
    "    \n",
    "    # Central difference for interior points\n",
    "    dFdx[1:-1, :] = (F[2:, :] - F[:-2, :]) / (2 * h)\n",
    "    \n",
    "    # Forward difference for first x-point\n",
    "    dFdx[0, :] = (F[1, :] - F[0, :]) / h\n",
    "    \n",
    "    # Backward difference for last x-point\n",
    "    dFdx[-1, :] = (F[-1, :] - F[-2, :]) / h\n",
    "    \n",
    "    return dFdx\n",
    "\n",
    "def partial_derivative_x(F, x, y):\n",
    "\n",
    "    h = y[1] - y[0]  # Step size in y-direction\n",
    "    dFdy = np.zeros_like(F)\n",
    "    \n",
    "    # Central difference for interior points\n",
    "    dFdy[:, 1:-1] = (F[:, 2:] - F[:, :-2]) / (2 * h)\n",
    "    \n",
    "    # Forward difference for first y-point\n",
    "    dFdy[:, 0] = (F[:, 1] - F[:, 0]) / h\n",
    "    \n",
    "    # Backward difference for last y-point\n",
    "    dFdy[:, -1] = (F[:, -1] - F[:, -2]) / h\n",
    "    \n",
    "    return dFdy\n",
    "\n",
    "# Generate f_q values, J_q values\n",
    "fq_values = - (alphaq_values.real ** 2) / (2 * betaq_values.real) # f_q values\n",
    "Jxq_values = partial_derivative_x(fq_values, qx_values, qy_values)\n",
    "Jyq_values = partial_derivative_y(fq_values, qx_values, qy_values)\n",
    "Jq_values = np.sqrt(Jxq_values**2 + Jyq_values**2)\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(10, 8))  # free energy as function of q\n",
    "#plt.title(r'Free energy $F(q_x,q_y)$',fontsize=22,pad=0.1)\n",
    "plt.contourf(qx_grid, qy_grid, fq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(pad=0.01)\n",
    "plt.xlabel(r'$q_x$',fontsize=26)\n",
    "plt.ylabel(r'$q_y$',fontsize=26)\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J_x as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jxq_values, 100, cmap='plasma', alpha=0.9)\n",
    "# plt.imshow(Jxq_values, aspect='auto', origin='lower', cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$J_x(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J_y as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jyq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(label=r\"$J_y(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jq_values, 100, cmap='plasma', alpha=0.9)\n",
    "plt.colorbar(label=r\"$J(q_x,q_y)$\")\n",
    "plt.show()\n",
    "# plt.figure(figsize=(20, 20))\n",
    "# plt.quiver(qx_grid, qy_grid, 0.1 * Jxq_values, 0.1 * Jyq_values, color='blue', scale=20, width=0.002)\n",
    "# plt.title('2D Vector Field (quiver)')\n",
    "# plt.xlabel('x')\n",
    "# plt.ylabel('y')\n",
    "# plt.grid()\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "8814b3f4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "At qy =-0.00033472803347280033\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Jc+ = [33.10169541]\n",
      "Jc- = [-34.36441516]\n",
      "diode efficiency = [-0.01871636]\n"
     ]
    }
   ],
   "source": [
    "## Find critical current in x direction(front and back)\n",
    "\n",
    "# Step 1: Extract J(qx) for qy = 0\n",
    "# Find the index where qy = 0\n",
    "qy_idx = np.argmin(np.abs(qy_values - 0))  # Find the index closest to qy = 0\n",
    "print(f\"At qy ={qy_values[qy_idx]}\")\n",
    "\n",
    "# Extract J(qx) as a new 1D array\n",
    "Jx_qx = Jxq_values[qy_idx, :]\n",
    "\n",
    "# Find local maxima and minima of Jx_qx near qx = 0\n",
    "# We will focus on a small region around qx = 0. Let's define a range of interest.\n",
    "qx_range = np.abs(qx_values) < 2  # Example range near qx = 0 (you can adjust this range)\n",
    "\n",
    "# Extract the corresponding J(qx) values in this region\n",
    "Jx_qx_near_0 = Jx_qx[qx_range]\n",
    "\n",
    "# Find local maxima and minima using scipy.signal.find_peaks\n",
    "peaks, _ = find_peaks(Jx_qx_near_0)  # Local maxima\n",
    "troughs, _ = find_peaks(-Jx_qx_near_0)  # Local minima (by inverting J(qx))\n",
    "\n",
    "# Step 3: Plot J(qx) and highlight the local maxima and minima near qx = 0\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.plot(qx_values, Jx_qx, label=\"J(qx)\", color='b')  # Plot the full J(qx)\n",
    "plt.scatter(qx_values[qx_range][peaks], Jx_qx_near_0[peaks], color='r')\n",
    "plt.scatter(qx_values[qx_range][troughs], Jx_qx_near_0[troughs], color='g')\n",
    "plt.axhline(y=Jx_qx_near_0[peaks], color='red', linestyle='--', linewidth=2, \n",
    "            label=r'$J_{c+}=$')\n",
    "plt.axhline(y=Jx_qx_near_0[troughs], color='green', linestyle='--', linewidth=2, \n",
    "            label=r'$J_{c-}=$')\n",
    "plt.xlabel(r'$q_x$')\n",
    "plt.ylabel(r'Supercurrent $J(q_x)$')\n",
    "#plt.title('Local Maxima and Minima of J(qx) near qx = 0')\n",
    "plt.legend()\n",
    "plt.show()\n",
    "Jcp = Jx_qx_near_0[peaks]\n",
    "Jcm = Jx_qx_near_0[troughs]\n",
    "eta = (Jx_qx_near_0[peaks] + Jx_qx_near_0[troughs]) / (Jx_qx_near_0[peaks] - Jx_qx_near_0[troughs])\n",
    "print(f\"Jc+ = {Jcp}\")\n",
    "print(f\"Jc- = {Jcm}\")\n",
    "print(f\"diode efficiency = {eta}\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "e14978cd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The condensate is stablized at q=(np.float64(0.1575455452037066), 0)\n"
     ]
    }
   ],
   "source": [
    "## Find the condensate momentum from Jx_qx\n",
    "\n",
    "# Define functions for finding zero of J\n",
    "def find_zero_crossings(x, y):\n",
    "    \"\"\"Finds zero crossings in a 1D array and interpolates to estimate their positions.\"\"\"\n",
    "    zero_crossings = []\n",
    "    for i in range(len(y) - 1):\n",
    "        if y[i] * y[i + 1] < 0:  # Detect sign change\n",
    "            # Linear interpolation to estimate the zero crossing point\n",
    "            x_zero = x[i] - y[i] * (x[i + 1] - x[i]) / (y[i + 1] - y[i])\n",
    "            zero_crossings.append(x_zero)\n",
    "    return np.array(zero_crossings)\n",
    "\n",
    "def find_nearest_zero(x, y, x_target):\n",
    "    \"\"\"Finds the zero crossing closest to a given target x.\"\"\"\n",
    "    zero_crossings = find_zero_crossings(x, y)\n",
    "    if len(zero_crossings) == 0:\n",
    "        return None  # No zero crossings found\n",
    "    return zero_crossings[np.argmin(np.abs(zero_crossings - x_target))]\n",
    "\n",
    "# Find global zeros\n",
    "zeros = find_zero_crossings(qx_values, Jx_qx)\n",
    "\n",
    "# Find local zero\n",
    "qx_target = 0.22\n",
    "q0_final = find_nearest_zero(qx_values, Jx_qx, qx_target)\n",
    "\n",
    "print(f\"The condensate is stablized at q={q0_final,0}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "69b4431d",
   "metadata": {},
   "outputs": [
    {
     "ename": "FileNotFoundError",
     "evalue": "[Errno 2] No such file or directory: '/Users/hui/Documents/Python codes for XSDE project/Rashba_Zeeman_Ising model/h3.0_T.900detail.mat'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "File \u001b[0;32m/opt/anaconda3/lib/python3.13/site-packages/scipy/io/matlab/_mio.py:39\u001b[0m, in \u001b[0;36m_open_file\u001b[0;34m(file_like, appendmat, mode)\u001b[0m\n\u001b[1;32m     38\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m---> 39\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(file_like, mode), \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m     40\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mOSError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m     41\u001b[0m     \u001b[38;5;66;03m# Probably \"not found\"\u001b[39;00m\n",
      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/Users/hui/Documents/Python codes for XSDE project/Rashba_Zeeman_Ising model/h3.0_T.900detail.mat'",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[18], line 23\u001b[0m\n\u001b[1;32m      4\u001b[0m dictionary \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m      5\u001b[0m     \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mStrengthV\u001b[39m\u001b[38;5;124m'\u001b[39m: V,\n\u001b[1;32m      6\u001b[0m     \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mqx_values\u001b[39m\u001b[38;5;124m'\u001b[39m: qx_values,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     20\u001b[0m     \n\u001b[1;32m     21\u001b[0m }\n\u001b[1;32m     22\u001b[0m \u001b[38;5;66;03m# Save to .mat file\u001b[39;00m\n\u001b[0;32m---> 23\u001b[0m savemat(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m/Users/hui/Documents/Python codes for XSDE project/Rashba_Zeeman_Ising model/h3.0_T.900detail.mat\u001b[39m\u001b[38;5;124m'\u001b[39m, dictionary)\n\u001b[1;32m     24\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mData saved to h3.0_T.900detail.mat\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n",
      "File \u001b[0;32m/opt/anaconda3/lib/python3.13/site-packages/scipy/io/matlab/_mio.py:300\u001b[0m, in \u001b[0;36msavemat\u001b[0;34m(file_name, mdict, appendmat, format, long_field_names, do_compression, oned_as)\u001b[0m\n\u001b[1;32m    250\u001b[0m \u001b[38;5;129m@docfiller\u001b[39m\n\u001b[1;32m    251\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21msavemat\u001b[39m(file_name, mdict,\n\u001b[1;32m    252\u001b[0m             appendmat\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    255\u001b[0m             do_compression\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m,\n\u001b[1;32m    256\u001b[0m             oned_as\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrow\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[1;32m    257\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m    258\u001b[0m \u001b[38;5;124;03m    Save a dictionary of names and arrays into a MATLAB-style .mat file.\u001b[39;00m\n\u001b[1;32m    259\u001b[0m \n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    298\u001b[0m \u001b[38;5;124;03m    >>> savemat(\"matlab_matrix.mat\", mdic)\u001b[39;00m\n\u001b[1;32m    299\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[0;32m--> 300\u001b[0m     \u001b[38;5;28;01mwith\u001b[39;00m _open_file_context(file_name, appendmat, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mwb\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m file_stream:\n\u001b[1;32m    301\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mformat\u001b[39m \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m4\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[1;32m    302\u001b[0m             \u001b[38;5;28;01mif\u001b[39;00m long_field_names:\n",
      "File \u001b[0;32m/opt/anaconda3/lib/python3.13/contextlib.py:141\u001b[0m, in \u001b[0;36m_GeneratorContextManager.__enter__\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    139\u001b[0m \u001b[38;5;28;01mdel\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39margs, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mkwds, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mfunc\n\u001b[1;32m    140\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 141\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mnext\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mgen)\n\u001b[1;32m    142\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mStopIteration\u001b[39;00m:\n\u001b[1;32m    143\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgenerator didn\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mt yield\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n",
      "File \u001b[0;32m/opt/anaconda3/lib/python3.13/site-packages/scipy/io/matlab/_mio.py:17\u001b[0m, in \u001b[0;36m_open_file_context\u001b[0;34m(file_like, appendmat, mode)\u001b[0m\n\u001b[1;32m     15\u001b[0m \u001b[38;5;129m@contextmanager\u001b[39m\n\u001b[1;32m     16\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21m_open_file_context\u001b[39m(file_like, appendmat, mode\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[0;32m---> 17\u001b[0m     f, opened \u001b[38;5;241m=\u001b[39m _open_file(file_like, appendmat, mode)\n\u001b[1;32m     18\u001b[0m     \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m     19\u001b[0m         \u001b[38;5;28;01myield\u001b[39;00m f\n",
      "File \u001b[0;32m/opt/anaconda3/lib/python3.13/site-packages/scipy/io/matlab/_mio.py:45\u001b[0m, in \u001b[0;36m_open_file\u001b[0;34m(file_like, appendmat, mode)\u001b[0m\n\u001b[1;32m     43\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m appendmat \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m file_like\u001b[38;5;241m.\u001b[39mendswith(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m.mat\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[1;32m     44\u001b[0m         file_like \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m.mat\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m---> 45\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(file_like, mode), \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m     46\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m     47\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mOSError\u001b[39;00m(\n\u001b[1;32m     48\u001b[0m         \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mReader needs file name or open file-like object\u001b[39m\u001b[38;5;124m'\u001b[39m\n\u001b[1;32m     49\u001b[0m     ) \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01me\u001b[39;00m\n",
      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '/Users/hui/Documents/Python codes for XSDE project/Rashba_Zeeman_Ising model/h3.0_T.900detail.mat'"
     ]
    }
   ],
   "source": [
    "## Save and Load Data\n",
    "\n",
    "# Create a dictionary\n",
    "dictionary = {\n",
    "    'StrengthV': V,\n",
    "    'qx_values': qx_values,\n",
    "    'qy_values': qy_values,\n",
    "    'alphaq_values': alphaq_values,\n",
    "    'betaq_values': betaq_values,\n",
    "    'deltaq_values': deltaq_values,\n",
    "    'fq_values': fq_values,\n",
    "    'Jxq_values': Jxq_values,\n",
    "    'Jyq_values': Jyq_values,\n",
    "    'Jq_values': Jq_values,\n",
    "    'Jx_qx': Jx_qx,\n",
    "    'Jc+': Jcp,\n",
    "    'Jc-': Jcm,\n",
    "    'diodeefficiency': eta,\n",
    "    'q0': q0_final\n",
    "    \n",
    "}\n",
    "# Save to .mat file\n",
    "savemat('/Users/hui/Documents/Python codes for XSDE project/Rashba_Zeeman_Ising model/h3.0_T.900detail.mat', dictionary)\n",
    "print(\"Data saved to h3.0_T.900detail.mat\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b388739f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Load the data back\n",
    "loaded_dictionary = loadmat('h7.0_T.900detail.mat')\n",
    "print(loaded_dictionary['q0'])\n",
    "print(loaded_dictionary['diodeefficiency'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e7baf896",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "295f71e0",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6fcd3cd7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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